{"id":"https://openalex.org/W4393014646","doi":"https://doi.org/10.15294/sji.v11i1.47859","title":"Comparison of ARIMA and GRU Models for High-Frequency Time Series Forecasting","display_name":"Comparison of ARIMA and GRU Models for High-Frequency Time Series Forecasting","publication_year":2023,"publication_date":"2023-08-30","ids":{"openalex":"https://openalex.org/W4393014646","doi":"https://doi.org/10.15294/sji.v11i1.47859"},"language":"en","primary_location":{"id":"doi:10.15294/sji.v11i1.47859","doi":"https://doi.org/10.15294/sji.v11i1.47859","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15294/sji.v11i1.47859","pdf_url":null,"source":{"id":"https://openalex.org/S4210171202","display_name":"Scientific Journal of Informatics","issn_l":"2407-7658","issn":["2407-7658","2460-0040"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310315212","host_organization_name":"Jurusan Ilmu Komputer Universitas Negeri Semarang","host_organization_lineage":["https://openalex.org/P4310315212"],"host_organization_lineage_names":["Jurusan Ilmu Komputer Universitas Negeri Semarang"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Journal of Informatics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://dx.doi.org/10.15294/sji.v11i1.47859","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045335518","display_name":"Wisnalmawati Wisnalmawati","orcid":"https://orcid.org/0000-0001-5196-5265","observed_orcids":["https://orcid.org/0000-0001-5196-5265"]},"institutions":[{"id":"https://openalex.org/I4210156102","display_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","ror":"https://ror.org/0420bzz85","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210156102"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Wisnalmawati Wisnalmawati","raw_affiliation_strings":["Department of Management, Faculty of Economics and Business, Universitas Pembangunan Nasional \"Veteran\" Yogyakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management, Faculty of Economics and Business, Universitas Pembangunan Nasional \"Veteran\" Yogyakarta, Indonesia","institution_ids":["https://openalex.org/I4210156102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081234757","display_name":"Ahmed Mohamed Annegrat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405253782","display_name":"Bani-Waleed University","ror":"https://ror.org/01304n587","country_code":"LY","type":"education","lineage":["https://openalex.org/I4405253782"]}],"countries":["LY"],"is_corresponding":false,"raw_author_name":"Ahmed Mohamed Annegrat","raw_affiliation_strings":["Faculty of Economics, University of Bani Waleed, Libya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Bani Waleed, Libya","institution_ids":["https://openalex.org/I4405253782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114030347","display_name":"Marjam Desma Rahadhini","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210110019","display_name":"Universitas Slamet Riyadi","ror":"https://ror.org/01t79g318","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210110019"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Marjam Desma Rahadini","raw_affiliation_strings":["Study Program of Management, Faculty of Economics, Universitas Slamet Riyadi Surakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Study Program of Management, Faculty of Economics, Universitas Slamet Riyadi Surakarta, Indonesia","institution_ids":["https://openalex.org/I4210110019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057540137","display_name":"Abadi Sanosra","orcid":"https://orcid.org/0009-0009-3343-5872","observed_orcids":["https://orcid.org/0009-0009-3343-5872"]},"institutions":[{"id":"https://openalex.org/I4210108816","display_name":"Universitas Muhammadiyah Jember","ror":"https://ror.org/021p32893","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210108816"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Abadi Sanosra","raw_affiliation_strings":["Faculty of Economics, Universitas Muhammadiyah Jember, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics, Universitas Muhammadiyah Jember, Indonesia","institution_ids":["https://openalex.org/I4210108816"]}]},{"author_position":"last","author":{"id":null,"display_name":"Agus Suryono","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210156102","display_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","ror":"https://ror.org/0420bzz85","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210156102"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Agus Suryono","raw_affiliation_strings":["Department of Management, Faculty of Economics and Business, Universitas Pembangunan Nasional \"Veteran\" Yogyakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management, Faculty of Economics and Business, Universitas Pembangunan Nasional \"Veteran\" Yogyakarta, Indonesia","institution_ids":["https://openalex.org/I4210156102"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9496,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80992127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"10","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14244","display_name":"Consumer Behavior and Marketing Influence","score":0.2937000095844269,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14244","display_name":"Consumer Behavior and Marketing Influence","score":0.2937000095844269,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.2782999873161316,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.2741999924182892,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/perceptions-of-social-media","display_name":"social media perception","score":0.8799999952316284},{"id":"https://openalex.org/keywords/repurchase-intention","display_name":"repurchase intention","score":0.996999979019165},{"id":"https://openalex.org/keywords/consumer-trust","display_name":"consumer trust","score":0.996999979019165},{"id":"https://openalex.org/keywords/online-shopping","display_name":"online shopping","score":0.8730000257492065},{"id":"https://openalex.org/keywords/e-commerce-consumers","display_name":"online consumers","score":0.6909999847412109},{"id":"https://openalex.org/keywords/mediating-effect","display_name":"mediating effect","score":0.6710000038146973}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7743879556655884},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.6904237270355225},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5855432748794556},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.567766010761261},{"id":"https://openalex.org/C162118431","wikidata":"https://www.wikidata.org/wiki/Q4672604","display_name":"Accidental sampling","level":3,"score":0.5236468315124512},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.46778997778892517},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.43326759338378906},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.40819796919822693},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.35444509983062744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10101848840713501},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08796826004981995},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.15294/sji.v11i1.47859","doi":"https://doi.org/10.15294/sji.v11i1.47859","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15294/sji.v11i1.47859","pdf_url":null,"source":{"id":"https://openalex.org/S4210171202","display_name":"Scientific Journal of Informatics","issn_l":"2407-7658","issn":["2407-7658","2460-0040"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310315212","host_organization_name":"Jurusan Ilmu Komputer Universitas Negeri Semarang","host_organization_lineage":["https://openalex.org/P4310315212"],"host_organization_lineage_names":["Jurusan Ilmu Komputer Universitas Negeri Semarang"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Journal of Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.15294/sji.v11i1.47859","doi":"https://doi.org/10.15294/sji.v11i1.47859","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15294/sji.v11i1.47859","pdf_url":null,"source":{"id":"https://openalex.org/S4210171202","display_name":"Scientific Journal of Informatics","issn_l":"2407-7658","issn":["2407-7658","2460-0040"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310315212","host_organization_name":"Jurusan Ilmu Komputer Universitas Negeri Semarang","host_organization_lineage":["https://openalex.org/P4310315212"],"host_organization_lineage_names":["Jurusan Ilmu Komputer Universitas Negeri Semarang"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Journal of Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2000380427","https://openalex.org/W2576843111","https://openalex.org/W2591423475","https://openalex.org/W2593982391","https://openalex.org/W2607112047","https://openalex.org/W2729974188","https://openalex.org/W2749067858","https://openalex.org/W2770668744","https://openalex.org/W2781805743","https://openalex.org/W2787795917","https://openalex.org/W2790855116","https://openalex.org/W2809468846","https://openalex.org/W2883180534","https://openalex.org/W2885226598","https://openalex.org/W2905811773","https://openalex.org/W2921187922","https://openalex.org/W2934708425","https://openalex.org/W2951643611","https://openalex.org/W2969763914","https://openalex.org/W2978235359","https://openalex.org/W2981462071","https://openalex.org/W2990553443","https://openalex.org/W3005184674","https://openalex.org/W3008740162","https://openalex.org/W3011840458","https://openalex.org/W3023532762","https://openalex.org/W3025096376","https://openalex.org/W3028214181","https://openalex.org/W3033823300","https://openalex.org/W3034128247","https://openalex.org/W3039834253","https://openalex.org/W3041912587","https://openalex.org/W3046167482","https://openalex.org/W3080904384","https://openalex.org/W3083805400","https://openalex.org/W3083961251","https://openalex.org/W3110011303","https://openalex.org/W3112540260","https://openalex.org/W3214268314","https://openalex.org/W4225252982","https://openalex.org/W4285732681"],"related_works":["https://openalex.org/W7010519844","https://openalex.org/W3089738063","https://openalex.org/W4389358998","https://openalex.org/W7163381350","https://openalex.org/W7202259394","https://openalex.org/W7216433209","https://openalex.org/W7019092896","https://openalex.org/W4311514099","https://openalex.org/W4220823448","https://openalex.org/W4406015780"],"abstract_inverted_index":{"Purpose:":[0],"This":[1,46,247],"research":[2,47,83,138,298],"aims":[3],"to":[4,95,146,176,233,250,264,268,284,311],"examine":[5],"the":[6,33,49,107,124,142,148,165,174,186,309],"influence":[7,14,149,195,202,230],"of":[8,51,79,150,279,296],"social":[9,52,109,152,167,190,199,228],"media":[10,53,110,153,191,200,229],"perceptions":[11,192,201],"which":[12,17,59,180,205],"directly":[13],"repurchase":[15,57,155,196,203,231,266],"intentions":[16,58,204],"are":[18,206,226],"mediated":[19,207,235],"by":[20,31,185,208,236],"consumer":[21,114,169,209,237,285,301],"trust":[22,170,210,238,255,302],"and":[23,74,116,168,211,239,256,290,303],"hedonic":[24,117,304],"brand":[25,118,305],"image":[26,260],"in":[27,68,81,99,215,243,270,313],"an":[28,216,244,271,314],"online":[29,217,245,272,288,315],"shop":[30],"applying":[32],"Structural":[34,125],"Equational":[35,126],"Model":[36,127],"(SEM)":[37,128],"with":[38,62,106,129],"Partial":[39,130],"Lease":[40,131],"Square":[41,132],"(Smart":[42,133],"PLS)":[43,134],"technique.":[44,135],"Methods:":[45],"examines":[48],"effect":[50],"perception":[54],"intervention":[55],"on":[56,154],"is":[60,181,183,261,299],"analyzed":[61,122],"a":[63,257],"population":[64],"taken":[65],"from":[66],"consumers":[67,96],"four":[69],"marketplaces,":[70],"including":[71],"Lazora.Com,":[72],"Lazada.com,":[73],"Blibli.com.":[75],"bukalapak.com.":[76],"The":[77,87,102,137,157,178,277,294],"number":[78],"samples":[80],"this":[82,280,297],"was":[84,104],"80":[85],"respondents.":[86],"sampling":[88],"technique":[89],"uses":[90],"accidental,":[91],"namely":[92],"distributing":[93],"questionnaires":[94],"who":[97],"meet":[98],"WhatsApp":[100],"groups.":[101],"data":[103],"tested":[105],"variable":[108],"perception,":[111],"purchase":[112],"intention,":[113],"trust,":[115],"image.":[119],"Data":[120],"were":[121],"using":[123],"Result:":[136],"results":[139],"show":[140],"that":[141,164,224,300],"indicator":[143],"variables":[144],"proposed":[145],"test":[147],"perceived":[151,166,227],"decisions.":[156],"Q":[158],"2":[159],"predictive":[160],"relevance":[161],"value":[162],"shows":[163],"contributes":[171],"0.7647":[172],"towards":[173],"intention":[175,232,267,310],"buy.":[177],"rest":[179],"0.2353":[182],"affected":[184],"other":[187,251],"variable.":[188],"Therefore,":[189],"do":[193],"not":[194],"intentions,":[197],"but":[198],"Hedonic":[212,240,258],"Brand":[213,241,259],"Image":[214,242,306],"shop.":[218],"Research":[219],"limitation":[220],":":[221],"We":[222],"found":[223],"there":[225],"buy":[234,269,312],"store.":[246,273,316],"will":[248],"contribute":[249,283],"research,":[252],"creating":[253],"Consumer":[254],"very":[262],"important":[263],"increase":[265,308],"Practical":[274],"implications":[275],"\u2013":[276],"findings":[278],"study":[281],"may":[282],"behavior":[286],"models,":[287],"stores,":[289],"Tripple":[291],"duties.":[292],"Novelty:":[293],"novelty":[295],"can":[307]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-03-21T00:00:00"}
